Comment by y-curious
Any advice you get is going to sound rudimentary, as with much of life advice. Now that I've put a disclaimer, here is what helped me the most:
When you are shy, there is sometimes the one kind person that introduces you/breaks the ice to others. You love this person because they lubricated the social interaction. I harness this feeling of being saved by pretending that everyone around me is the shy person waiting for someone to break the ice. I frame this internally as myself doing the shy others a huge favor that they'll appreciate. I want to be "that guy" that helped people feel included and involved.
I used to do this consciously. At this point, I rarely have to invoke this thought as I've now put in the reps and it's easier.
Tldr: pretend you're being a social savior and repeated practice